The damp chill of the basement seeped into Leo's bones as he cleared out his grandmother's belongings. He felt a familiar knot of resentment tightening in his stomach. Her belongings were a monument to a life of inaction. There was the list, written on a torn piece of notepaper: "Learn to play guitar." "Travel the world."

He tossed the paper into a bin. Her dreams, so ambitious, seemed like an insult after the life she had led: a quiet existence of church and bingo. He wanted to scream. Instead, he slammed the lid shut. He had to be out of there by the end of the day.

Emotion: disdainful

Cluster: Anger / Hostility
PC1 (Valence): -0.31 Negative
PC2 (Disposition): 1.79

Role in Research

This story is one of 1,000 stories generated for the emotion disdainful. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 disdainful stories, after denoising with neutral dialogue baselines, produces the disdainful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the disdainful vector is projected through the unembedding matrix.

Promoted:
C0.419
l0.404
S0.387
T0.282
I0.257
Suppressed:
own-0.335
unexpectedly-0.285
Suddenly-0.246
previously-0.245
until-0.242